3. 🤗➿🔢#ML scientists try to reduce #assumptions about the data as much as possible&let the data (&computers) decide what fits best.4. ♾➡️🔤🌐#Datascience identifies core characteristics of the data, summarized by what has been known as #characteristic values (#eigenvalues)

⚠️Thakkar’s case is the first in the US where a programmer is prosecuted for his involvement in the development of a manipulative algorithm and shows regulators’ willingness to prosecute programmers in addition to the users of such algorithms.

The Financial Stability Board (FSB) published a #Crypto-assets #regulators directory.
5 April 2019
The purpose: provide info on the relevant regulators&authorities in FSB #jurisdictions & international bodies dealing with crypto-asset issues, and the aspects they cover.

A Note To Fellow #Software#Founders: Help Is Always Close At Hand
By Christian Owens (Forbes)
☝️There are tried and tested #solutions so reach out:
1.Stop thinking everything in terms of #competition
2.The world of VC is small so it’s easy to find people you need #advice from

3. #networkeffect& #globalisation: global issue for one company is always a local one for another
👉see P.Thiel “Zero to one”4. Acknowledge that being a founder is a really, really hard thing to do with your life

☝️Avoid the Dunning-Kruger effect (the lower your ability the better you think you are at it)

Measures by HSBC
HR👉 HSBC quintupled the number of AML employees to 5,000 (2012-2016)
Tech👉upgraded its #Fintech#technology (#MachineLearning scanning transaction data)
Lobby&learn👉in 2016, hired Jennifer Calvery, the U.S. Treas.Dpt’s top #AML official who fined HSBC in 2012.

👉9 big banks paid a total of $20 billion (2012-2015) for lax AML controls
👉 clients evade taxes or violate U.S. sanctions
👉most of the settlements came with deferred-prosecution agreements and outside monitors

👉1. In Munchee Inc., SEC claims (sec.gov/litigation/adm…):
⛔️Munchee has no viable product
⛔️tokens sold are not usable, but will possibly be in the future
⛔️ICO will fund the development of the project
⛔️MUN price will vary AND reasonable expectation of future profits

⛔️#profits (or losses) depend solely on efforts of #Munchee#managers
⛔️#marketing MUN token in the manner to induces the purchasers to believe there is a profit expected solely for buying MUN and reselling it later.
⚠️a positive definition -> this IS a security